Triple

T22176809
Position Surface form Disambiguated ID Type / Status
Subject Vista Equity Partners E548069 entity
Predicate portfolioCompanyExample P43497 FINISHED
Object Apptio
Apptio is a technology company that provides cloud-based IT financial management and cost optimization software to help organizations analyze, plan, and manage their technology spending.
 E1523243 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Apptio | Statement: [Vista Equity Partners, portfolioCompanyExample, Apptio]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Apptio
Context triple: [Vista Equity Partners, portfolioCompanyExample, Apptio]
  • A. Appirio
    Appirio is a cloud services and consulting company known for helping enterprises implement and optimize platforms like Salesforce and Workday.
  • B. Gainsight
    Gainsight is a customer success and product experience software company known for helping businesses reduce churn, drive expansion, and improve customer retention through data-driven insights and workflows.
  • C. Deltek
    Deltek is a software company specializing in enterprise resource planning and project-based solutions for government contractors and professional services firms.
  • D. Ultimate Software
    Ultimate Software was a leading American provider of cloud-based human capital management and payroll software solutions for businesses.
  • E. Oracle Enterprise Performance Management Cloud
    Oracle Enterprise Performance Management Cloud is a suite of cloud-based applications that helps organizations plan, budget, forecast, and report on business performance across finance and operations.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Apptio
Triple: [Vista Equity Partners, portfolioCompanyExample, Apptio]
Generated description
Apptio is a technology company that provides cloud-based IT financial management and cost optimization software to help organizations analyze, plan, and manage their technology spending.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Apptio
Target entity description: Apptio is a technology company that provides cloud-based IT financial management and cost optimization software to help organizations analyze, plan, and manage their technology spending.
  • A. Appirio
    Appirio is a cloud services and consulting company known for helping enterprises implement and optimize platforms like Salesforce and Workday.
  • B. Gainsight
    Gainsight is a customer success and product experience software company known for helping businesses reduce churn, drive expansion, and improve customer retention through data-driven insights and workflows.
  • C. Deltek
    Deltek is a software company specializing in enterprise resource planning and project-based solutions for government contractors and professional services firms.
  • D. Ultimate Software
    Ultimate Software was a leading American provider of cloud-based human capital management and payroll software solutions for businesses.
  • E. Oracle Enterprise Performance Management Cloud
    Oracle Enterprise Performance Management Cloud is a suite of cloud-based applications that helps organizations plan, budget, forecast, and report on business performance across finance and operations.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69e11e3d53f88190a2b690e3f25bb062 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f12a6d03488190b29872ff3f436237 completed April 28, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a9ec8ab7c81908eaa85092ce658c1 completed May 18, 2026, 5:08 a.m.
NEDg Description generation batch_6a0a9f494f3c8190aee8f2e6dc1af763 completed May 18, 2026, 5:10 a.m.
NED2 Entity disambiguation (via description) batch_6a0aa03a8e0c819089dc48473b5b743c completed May 18, 2026, 5:14 a.m.
Created at: April 16, 2026, 8:34 p.m.